A set of objects and functions for Bayes Linear emulation and history matching. Core functionality includes automated training of emulators to data, diagnostic functions to ensure suitability, and a variety of proposal methods for generating 'waves' of points. For details on the mathematical background, there are many papers available on the topic (see references attached to function help files or the below references); for details of the functions in this package, consult the manual or help files. Iskauskas, A, et al. (2024) <doi:10.18637/jss.v109.i10>. Bower, R.G., Goldstein, M., and Vernon, I. (2010) <doi:10.1214/10-BA524>. Craig, P.S., Goldstein, M., Seheult, A.H., and Smith, J.A. (1997) <doi:10.1007/978-1-4612-2290-3_2>.
Version: 1.6.0 Depends: R (≥ 4.1.0) Imports: purrr, dplyr, ggplot2, lhs, MASS, R6, viridis, mvtnorm, GGally, rlang, isoband, cluster, pdist, ggbeeswarm, stringr Suggests: spelling, knitr, rmarkdown, deSolve, testthat (≥ 3.0.0), covr, progressr Published: 2024-05-31 DOI: 10.32614/CRAN.package.hmer Author: Andrew Iskauskas [aut, cre], TJ McKinley [aut] Maintainer: Andrew Iskauskas <andrew.iskauskas at durham.ac.uk> BugReports: https://github.com/andy-iskauskas/hmer/issues License: MIT + file LICENSE URL: https://github.com/andy-iskauskas/hmer, https://hmer-package.github.io/website/ NeedsCompilation: no Language: en-GB Citation: hmer citation info Materials: README, NEWS CRAN checks: hmer results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=hmer to link to this page.
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